About
A vibrant professional engineer who has a passion towards working and developing his career in the Tech Industry. Skilled in AI, Machine Learning, NLP, Deep Learning, Data Analysis. ๐๐จ๐จ๐ฅ๐ฌ: Python, pandas, scikit-learn, matplotlib, SQL, PostgreSQL, MongoDB, Excel, AWS (EC2, S3), Flask, Django, JSON. ๐๐๐๐ก๐ง๐ข๐ช๐ฎ๐๐ฌ: Feature Engineering, Linear/Logistic Regression, Decision Tree, Random Forest, XGBoost, NLP, Neural Network, Forecasting, Time Series Analysis. Apart from data science and technologies, I am passionate about exploring new places,reading books and photography.
Skills
Well versed with various machine learning and deep learning algorithms, their theory and applicability.
- Programming: Python,Mruby, C#
- Libraries: Numpy, Pandas, Matplotlib, Seaborn
- Machine Learning : Linear regression, Logistic regression, Clustering algorithms, Time series analysis
- Advanced ML : Tree-based algorithms, bagging-boosting, random forest
- Data Science: Descriptive and predictive modelling
- Artificial Intelligance: Deep learning, Artificial Neural Network
- NLP: Sentiment analysis
- Database: SQL, MySQL, MongoDB
- Version Control: Git & Github
Accomplishments
Neo4j certified Professional(April,2022) Neo4j Certified Professional
GREYATOM School of Data Science (08/2020- 05/2021)
Resume
Seeking to work in a professional and challenging environment which will provide me an opportunity to enhance my technical skills and knowledge and to synergize with the organization in achieving its vision, goals and objectives.
Education
Data Science Transition Program
August 2020 - February 2021
Greyatom Edutech, Mumbai
The course provides hands-on opportunities in Data Science, Machine Learning, Python, NLP related skills through various course works, hackathons, and real-world projects directly from industries.
Data Analyst NanoDegree
May 2020 - June 2020
Udacity
The course provides Introduction to Data Analysis, Practical Statistics, Data Wrangling, Data Visualization with Python.
Bachelor of Technology
2014 - 2018
DIT University, Dehradun
Bachelor of Technology (B.Tech) focused in Electronics & Communication Engineering from DIT University, Dehradun with 8.07/10 CGPA.
Professional Experience
Machine Learning Engineer
2021 - Present
Gurugram, India
- Research and transform information from raw data into an easily understood analysis that identifies trends and insights for the organization.
- Responsible for Designing and developing ML applications based on user requirement.
- Experience with ML frameworks including sci-kit learn, NLTK, NumPy, Pandas, Keras, and Tensorflow.
- Hands-on experience in using tools and techniques such as Predictive modeling, Decision Trees, Regression modeling, Clustering using KMeans, Text Similarity using NLP etc.
- Worked on Chat-Bot Development. Made a prototype version of it using Pytorch, NLP and Deep Learning.
- Responsible for Designing and developing ML applications based on user requirement.
- Worked on MLOps. MLOps fundamentals of Continuous Integration & Continuous Delivery (CI/CD) using Azure DevOps & Azure Machine Learning. Experience on End to End Deployment.
- Worked on Python Automation scripts in GCP VM. Automated various workflows
- Worked on Knowledge Graphs, hands on Neo4j. Neo4j Certified Professional.
- Worked on Elasticsearch, Logstash, and Kibana. Made an Auto Suggestion system using Elasticsearch, Flask and basic HTML, CSS, JavaScript.
- Involved in developing ML/NLP Assets for Accenture COE.
- Worked on Tabular data to Text Conversion using NLP. Used transformer model and Totto dataset from google.
- Worked on Chat-Bot Development. Worked on Google Dialog Flow.
Application Engineer
2018 - 2021
Bengaluru, India
- Research and implement appropriate ML algorithms and tools.
- Worked In FANUC products like CNC controller, MT-Link i, FANUC PICTURE.
- Developing Custom screenโs using C language, Visual Basic and Ruby based scripts for customers.
- Web & Windows Application development with C# & Net framework.
- Working knowledge of SQL using SQL SERVER & PostgreSQL & NoSQL databases like mongoDB.
- Attended SERVO TUNING course at FANUC JAPAN.
Portfolio
Here are some of the interesting projects I have done.
- All
- Data Science
- Udacity
- GreyAtom Projects
Services
What Can I Do For You?
I can do these task very comfortably. Feel free to reach me out if you want any of these services and more..
Machine Learning
I can build Machine learning models from scratch as well as using high level APIs such as scikit learn. I can build regression models, classification models such as linear regression, logistic regression, KNN, SVM, CART, Xgboost, naive bayes with hyperparameter tuning without doing any data leakage.
Deep Learning
I can build DNN, RNN, LSTM, GRU, CNN and R-CNN. I can use either tensorflow or high level APIs such as keras for builing such models. I can build models in both sequential and functional way using keras. I can customize callbacks and accuracy metric for models to get a better and variety of results.
Natural Language Processing
I know from classical techniques such as bow, tfidf to advance techniques such as Word2Vector Sent2Vector, Transformers, BERT, DistilBERT. I can use regex for preprocessing the text data while optimizing the code. I can use deep learning techniques to train models with pre defined GLOVE vectors via Embedding layers.
Teaching
I have been learning Machine Learning & Data Science from past 2 years and I can teach these in great detail.
Contact
I'm currently looking for full-time Data Science or Machine Learning opportunities! If you know of any positions available, if you have any questions, or if you just want to say hi, please feel free to email me at, mayanklohani19@gmail.com.
Location:
Bengaluru, India
Email:
mayanklohani19@gmail.com
Call:
+91 9536676512